To be fair, many guides and handbooks and other books of that nature are more meant to be referenced as opposed to read back to front.

Tries and fails. It never goes anywhere, and she’s mocked as a well-meaning fool for trying in the first place because “welp most elves just enjoy being slaves what can you do shrug emoji”. Jkr sets up something with Hermione and the elves and then doesn’t follow through with it in any meaningful way (and I don’t count commentary from her outside the books as following through) so it’s left to just sit there uncritically as “slavery is a thing in this universe and is seen as completely normal by most characters, and only one person ever tries to do anything about it and she’s depicted as a cringey radical in the process”. Jkr doesn’t even show the beginnings of societal change like more elves coming to Dobby’s side of things once they see it’s an option and that Dobby’s is happy that way, or other house elves being motivated to think differently about their situation and starting to unlearn their generations of indoctrination. We don’t even see a glimpse of Winky starting to recover instead the last we see of her is as a depressed alcoholic whose life was ruined by her being freed from slavery. Jkr depicts it as “yeah slavery is bad but you can’t change the way the world works so might as well not even try.” the house elves’ servitude is treated as something so fundamentally tied to their species that it seems to be biological and thus humans taking advantage of that is to some degree the natural way of things which, I shouldn’t have to explain what the problem with that sort of depiction is. Maybe that wasn’t what she intended, maybe she just added slavery because it’s a common world building trope, but if that’s the case she did so without considering the implications or how it would come across in the end product or the messages it would send.

Well the girlfriend still gets a wish.

Ai isn’t interpreting anything. This isn’t the sci-fi style of ai that people think of, that’s general ai. This is narrow AI, which is really just an advanced algorithm. It can’t create new things with intent and design, it can only regurgitate a mix of pre-existing stuff based on narrow guidelines programmed into it to try and keep it coherent, with no actual thought or interpretation involved in the result. The issue isn’t that it’s derivative, the issue is that it can only ever be inherently derivative without any intentional interpretation or creativity, and nothing else.

Even collage art has to qualify as fair use to avoid copyright infringement if it’s being done for profit, and fair use requires it to provide commentary, criticism, or parody of the original work used (which requires intent). Even if it’s transformative enough to make the original unrecognizable, if the majority of the work is not your own art, then you need to get permission to use it otherwise you aren’t automatically safe from getting in trouble over copyright. Even using images for photoshop involves creative commons and commercial use licenses. Fanart and fanfic is also considered a grey area and the only reason more of a stink isn’t kicked up over it regarding copyright is because it’s generally beneficial to the original creators, and credit is naturally provided by the nature of fan works so long as someone doesn’t try to claim the characters or IP as their own. So most creators turn a blind eye to the copyright aspect of the genre, but if any ever did want to kick up a stink, they could, and have in the past like with Anne Rice. And as a result most fanfiction sites do not allow writers to profit off of fanfics, or advertise fanfic commissions. And those are cases with actual humans being the ones to produce the works based on something that inspired them or that they are interpreting. So even human made derivative works have rules and laws applied to them as well. Ai isn’t a creative force with thoughts and ideas and intent, it’s just a pattern recognition and replication tool, and it doesn’t benefit creators when it’s used to replace them entirely, like Hollywood is attempting to do (among other corporate entities). Viewing AI at least as critically as actual human beings is the very least we can do, as well as establishing protection for human creators so that they can’t be taken advantage of because of AI.

I’m not inherently against AI as a concept and as a tool for creators to use, but I am against AI works with no human input being used to replace creators entirely, and I am against using works to train it without the permission of the original creators. Even in the artist/writer/etc communities it’s considered to be a common courtesy to credit other people/works that you based a work on or took inspiration from, even if what you made would be safe under copyright law regardless. Sure, humans get some leeway in this because we are imperfect meat creatures with imperfect memories and may not be aware of all our influences, but a coded algorithm doesn’t have that excuse. If the current AIs in circulation can’t function without being fed stolen works without credit or permission, then they’re simply not ready for commercial use yet as far as I’m concerned. If it’s never going to be possible, which I just simply don’t believe, then it should never be used commercially period. And it should be used by creators to assist in their work, not used to replace them entirely. If it takes longer to develop, fine. If it takes more effort and manpower, fine. That’s the price I’m willing to pay for it to be ethical. If it can’t be done ethically, then imo it shouldn’t be done at all.